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51,416 slides across 1229 decks match.
Treemap Arc Catalog
Luxury’s top two markets are projected to experience slowing growth while grappling with individual market dynamics
misc · 2024 · market_landscape
Luxury’s top two markets are projected to experience slowing growth while grappling with individual market dynamics
26% — market share
 Growth markets will play a critical role in the development of luxury
misc · 2024 · market_landscape
Growth markets will play a critical role in the development of luxury
10% — CAGR
 Highlights on select disruptive forces shaping 2024
misc · 2024 · industry_trends
Highlights on select disruptive forces shaping 2024
 Channel dynamics continue to normalize post pandemic
misc · 2024 · industry_trends
Channel dynamics continue to normalize post pandemic
 In-store shopping will continue to dominate the luxury market, while social commerce maintains momentum
misc · 2024 · key_messages
In-store shopping will continue to dominate the luxury market, while social commerce maintains momentum
30% — CAGR
 Growing regulatory momentum will put pressure on brands to accelerate sustainability efforts
misc · 2024 · timeline
Growing regulatory momentum will put pressure on brands to accelerate sustainability efforts
 Fashion and retail brands are increasingly susceptible to a variety of demand and supply shocks across the supply chain
misc · 2024 · problem_statement
Fashion and retail brands are increasingly susceptible to a variety of demand and supply shocks across the supply chain
 Disruptive technologies are allowing brands to elevate consumer experiences and optimize operations
misc · 2024 · client_example
Disruptive technologies are allowing brands to elevate consumer experiences and optimize operations
 The privacy-preserving technology marketplace serves multiple functions
misc · 2023 · other
The privacy-preserving technology marketplace serves multiple functions
 Most privacy-preserving technologies have seen widespread adoption
misc · 2023 · industry_trends
Most privacy-preserving technologies have seen widespread adoption
78% — Adoption rate
 Among privacy-preserving technology users, two-thirds use data clean rooms (DCRs)
misc · 2023 · market_landscape
Among privacy-preserving technology users, two-thirds use data clean rooms (DCRs)
64% — DCR adoption rate
 DCR adoption has accelerated in the last two years
misc · 2023 · industry_trends
DCR adoption has accelerated in the last two years
61% — Adoption recency
 Despite its relative nascency, satisfaction with DCRs is comparable to the more established technologies
misc · 2023 · benchmark_peers
Despite its relative nascency, satisfaction with DCRs is comparable to the more established technologies
67% — Satisfaction percentage
 DCRs are becoming essential for privacy-compliant data matching, activation, and measurement
misc · 2023 · quote_slide
DCRs are becoming essential for privacy-compliant data matching, activation, and measurement
80% — Adoption rate
 Users are selecting DCRs for privacy protection, data controls, and interoperability
misc · 2023 · market_landscape
Users are selecting DCRs for privacy protection, data controls, and interoperability
86% — Importance of criteria
 Currently, DCR users are primarily leveraging the technology to address privacy concerns and activate audiences
misc · 2023 · industry_trends
Currently, DCR users are primarily leveraging the technology to address privacy concerns and activate audiences
47% — Usage percentage
 Missed opportunity: Less than one-third of DCR users are tapping into advanced measurement
misc · 2023 · diagnosis
Missed opportunity: Less than one-third of DCR users are tapping into advanced measurement
26% — DCR user adoption
 DCRs offer opportunities for innovative, privacy-preserving use cases
misc · 2023 · testimonial
DCRs offer opportunities for innovative, privacy-preserving use cases
 However, DCRs require significant investment in human talent
misc · 2023 · problem_statement
However, DCRs require significant investment in human talent
49% — Number of employees
 DCR setup is lengthy and complex
misc · 2023 · pain_points
DCR setup is lengthy and complex
 DCR costs create a high barrier to entry—a challenge for smaller industry players
misc · 2023 · problem_statement
DCR costs create a high barrier to entry—a challenge for smaller industry players
62% — DCR Spend
 Additionally, using DCRs with other privacy-preserving technology can drive annual costs above $2M
misc · 2023 · financial_analysis
Additionally, using DCRs with other privacy-preserving technology can drive annual costs above $2M
$2M — Average 2022 Costs
 And, sub-par match rates threaten the overall efficacy of DCRs
misc · 2023 · pain_points
And, sub-par match rates threaten the overall efficacy of DCRs
52% — Match Rate
 Sub-par match rates are driven by a multitude of factors
misc · 2023 · diagnosis
Sub-par match rates are driven by a multitude of factors
 Due to the complexities, a significant percentage of DCR users cite ongoing challenges
misc · 2023 · pain_points
Due to the complexities, a significant percentage of DCR users cite ongoing challenges
52% — Percentage of users citing challenges
 Continued Maintenance: Risks from evolving privacy legislation and platform changes
misc · 2023 · risk_register
Continued Maintenance: Risks from evolving privacy legislation and platform changes
 Continued Maintenance: Key industry standards for risk mitigation
misc · 2023 · initiative_list
Continued Maintenance: Key industry standards for risk mitigation
 IAB Perspective: The benefits of DCRs in the privacy-preserving technology landscape
misc · 2023 · context
IAB Perspective: The benefits of DCRs in the privacy-preserving technology landscape
 Use Case Framework: Develop a conditional sequence data approach
misc · 2023 · framework_other
Use Case Framework: Develop a conditional sequence data approach
 With the passage of the IRA, renewables installations are forecast to grow at a rapid rate
LEK · 2023 · industry_trends
With the passage of the IRA, renewables installations are forecast to grow at a rapid rate
36 — GWDC
 But is an unconstrained demand view a reasonable assumption?
LEK · 2023 · problem_statement
But is an unconstrained demand view a reasonable assumption?
 Taking solar as an example, despite a challenged ‘22, historical dynamics & IRA are supporting growth, but there is a shift in focus on if there is enough capacity [to serve demand] versus a cost-centric mindset
LEK · 2023 · industry_trends
Taking solar as an example, despite a challenged ‘22, historical dynamics & IRA are supporting growth, but there is a shift in focus on if there is enough capacity [to serve demand] versus a cost-centric mindset
36 — U.S. utility-scale solar new capacity additions
 Interconnection queues have surged and duration has increased from 25 to 35 months
LEK · 2023 · industry_trends
Interconnection queues have surged and duration has increased from 25 to 35 months
35 months — Median duration
 Analysis of the inflated interconnection backlog suggests a limited impact to 2023 and 2024 installations
LEK · 2023 · market_landscape
Analysis of the inflated interconnection backlog suggests a limited impact to 2023 and 2024 installations
42.6 GWdc — GWdc capacity
 EPC labor shortages have presented challenges for developers, but companies are managing by expanding the list of EPCs used and companies cite the long project timelines provide flexibility to find EPC labor
LEK · 2023 · key_messages
EPC labor shortages have presented challenges for developers, but companies are managing by expanding the list of EPCs used and companies cite the long project timelines provide flexibility to find EPC labor
 Transformer lead times are a critical issue today and beginning to impact marginal projects
LEK · 2023 · problem_statement
Transformer lead times are a critical issue today and beginning to impact marginal projects
12 — Months
 Labor availability & equipment shortages may pose some risk to reaching near-term potential with project delays a possibility; longer-term the queue, without further intervention, may become an issue at 30+GW
LEK · 2023 · heatmap_matrix
Labor availability & equipment shortages may pose some risk to reaching near-term potential with project delays a possibility; longer-term the queue, without further intervention, may become an issue at 30+GW
 While the risk outlook appears manageable, one final risk to consider: the lack of interregional transmission lines
LEK · 2023 · problem_statement
While the risk outlook appears manageable, one final risk to consider: the lack of interregional transmission lines
$300B — power system costs
 Scorecard: Reviewing our predictions from 2020
AirStreetCapital · section_divider
Scorecard: Reviewing our predictions from 2020
 2020 Prediction: Vision Transformers
AirStreetCapital · case_study
2020 Prediction: Vision Transformers
90.45% — ImageNet top-1 accuracy
 Self-supervision is taking over computer vision
AirStreetCapital · industry_trends
Self-supervision is taking over computer vision
84.2% — Top-1 accuracy
 What do self-supervised Vision Transformers see in an image that other models don't?
AirStreetCapital · case_study
What do self-supervised Vision Transformers see in an image that other models don't?
78.3% — top-1 accuracy
 Transformers take over other major AI applications, e.g. audio and 3D point clouds
AirStreetCapital · industry_trends
Transformers take over other major AI applications, e.g. audio and 3D point clouds
70.4% — Word Error Rate (WER)
 Transformers extend into efficient self-attention-based architectures
AirStreetCapital · industry_trends
Transformers extend into efficient self-attention-based architectures
81.8 — GLUE benchmark score
 More evidence for the general purpose nature of Transformers
AirStreetCapital · case_study
More evidence for the general purpose nature of Transformers
 Beyond transformers: MLPs and CNNs make a comeback
AirStreetCapital · industry_trends
Beyond transformers: MLPs and CNNs make a comeback
 Remarkable progress in Novel View Synthesis
AirStreetCapital · industry_trends
Remarkable progress in Novel View Synthesis
 2020 Prediction: AlphaFold 2
AirStreetCapital · case_study
2020 Prediction: AlphaFold 2
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